TY - JOUR
T1 - Determinants of multimorbidity in low- and middle-income countries
T2 - A systematic review of longitudinal studies and discovery of evidence gaps
AU - Tan, Michelle M.C.
AU - Barbosa, Matheus G.
AU - Pinho, Pedro J.M.R.
AU - Assefa, Esubalew
AU - Keinert, Ana Á.M.
AU - Hanlon, Charlotte
AU - Barrett, Barbara
AU - Dregan, Alexandru
AU - Su, Tin Tin
AU - Mohan, Devi
AU - Ferri, Cleusa
AU - Muniz-Terrera, Graciela
AU - Prina, Matthew
N1 - Funding Information:
MGB, PJMRP, EA, and AÁMK report no relevant disclosures. MMCT was a recipient of the Australian Government Research Training Program Scholarships (Australian Postgraduate Award as well as International Postgraduate Research Scholarship) and The University of Sydney Charles Perkins Centre Early‐ and Mid‐Career Researcher (EMCR) SEED Grant Award. Additionally, MMCT has been awarded three Postgraduate Research Support Schemes by The University of Sydney, New South Wales, Australia. CH is supported by funding from the National Institute for Health & Care Research (NIHR) Global Health Research Group in Homelessness and Severe Mental Illness in Africa (HOPE), and Wellcome Trust funded SCOPE project (tudying the ontexts f sychosis in thiopia to improve outcomes) as the Principal Investigator. CH is additionally supported by the Wellcome Trust‐funded PROMISE project (Psychosis in Malawi) and another NIHR fund for the SPARK project (i.e., cluster Randomized Controlled Trial [RCT] of WHO caregiver skills training for children with developmental disabilities in Ethiopia and Kenya) (Grant/Award number NIHR200842). CH also receives support from the NIHR Global Health Research Unit on Health System Strengthening in Africa (ASSET) via King's College London grant (Grant/Award number GHRU 16/136/54). BB is supported by five NIHR grants. The views expressed in this publication are those of the authors and not necessarily those of the NIHR or the Department of Health and Social Care or Public Health England. AD reported receiving the MRC/NIHR Multimorbidity Prime Pumping Award (Grant/Award number MR/SO28188/1). TTS was supported by the MRC Global Challenges Research Fund (Grant/Award number MR/S014349/1) and the Ministry of Higher Education Malaysia/UK–My Joint Partnership on NCDs grant (Grant/Award number 2019/MR/T018984/1). Malaysian Industry‐Government Group for High Technology (MIGHT) supported both TTS and DM via a Newton Fund Impact Scheme (NFIS)—Newton‐Ungku Omar Fund (Grant/Award number 537084059). DM is additionally supported by the Australian Research Council (ARC) Discovery Project (Grant/Award number DP200102224) and NIHR Global Health Group on Dementia Prevention and Enhanced Care (DePEC) (Grant/Award number 16/137/62) grants. CPF is supported by the (FAPESP) (Brazilian government agency), MRC (Grant/Award number MR/S004009/1), COSAPI – Brazilian Ministry of Health (Grant/Award number TED176/2020), and , CNPq Brasil‐productive research fellowship (Grant/Award number 315593/2021‐0) grants. GMT is funded by two National Institute on Ageing (NIA)/National Institutes of Health (NIH) grants (Grant/Award numbers 1R01AG067621‐01 and 1R01AG067622‐01) and (Grant/Award number 1R01AG067622‐01). MP further received supports from the Michael J Fox Foundation grant and UKRI‐National Health and Medical Research Council (NHMRC) collaboration grant. S C o P E Fundação de Apoio a Pesquisa do Estado de São Paulo Conselho Nacional de Desenvolvimento Científico e Tecnológico
Funding Information:
This research and the publication fee are funded by the Medical Research Council (MRC) (UK Research and Innovation [UKRI]) grant (MUTUAL grant, King's College London, Grant/Award number MR/T037423/1), awarded to MP (Principal Investigator), GMT, CH, BB, AD, TTS, DM, and CF. MMCT and EA were supported by the MRC (UKRI) grant via Postdoctoral Research Fellowships (Grant/Award number MR/T037423/1). The MRC (UKRI) grant further supported this work via remunerations to MGB, PJMRP, and AÁMK. We would like to thank Dr. Min Min Tan (Monash University) for providing technical support to the present work.
Publisher Copyright:
© 2023 The Authors. Obesity Reviews published by John Wiley & Sons Ltd on behalf of World Obesity Federation.
PY - 2024/2
Y1 - 2024/2
N2 - Multimorbidity—the coexistence of at least two chronic health conditions within the same individual—is an important global health challenge. In high-income countries (HICs), multimorbidity is dominated by non-communicable diseases (NCDs); whereas, the situation may be different in low- and middle-income countries (LMICs), where chronic communicable diseases remain prominent. The aim of this systematic review was to identify determinants (including risk and protective factors) and potential mechanisms underlying multimorbidity from published longitudinal studies across diverse population-based or community-dwelling populations in LMICs. We systematically searched three electronic databases (Medline, Embase, and Global Health) using pre-defined search terms and selection criteria, complemented by hand-searching. All titles, abstracts, and full texts were independently screened by two reviewers from a pool of four researchers. Data extraction and reporting were according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Methodological quality and risk of bias assessment was performed using the Newcastle-Ottawa Scale for cohort studies. Data were summarized using narrative synthesis. The search yielded 1782 records. Of the 52 full-text articles included for review, 8 longitudinal population-based studies were included for final data synthesis. Almost all studies were conducted in Asia, with only one from South America and none from Africa. All studies were published in the last decade, with half published in the year 2021. The definitions used for multimorbidity were heterogeneous, including 3–16 chronic conditions per study. The leading chronic conditions were heart disease, stroke, and diabetes, and there was a lack of consideration of mental health conditions (MHCs), infectious diseases, and undernutrition. Prospectively evaluated determinants included socio-economic status, markers of social inequities, childhood adversity, lifestyle behaviors, obesity, dyslipidemia, and disability. This review revealed a paucity of evidence from LMICs and a geographical bias in the distribution of multimorbidity research. Longitudinal research into epidemiological aspects of multimorbidity is warranted to build up scientific evidence in regions beyond Asia. Such evidence can provide a detailed picture of disease development, with important implications for community, clinical, and interventions in LMICs. The heterogeneity in study designs, exposures, outcomes, and statistical methods observed in the present review calls for greater methodological standardisation while conducting epidemiological studies on multimorbidity. The limited evidence for MHCs, infectious diseases, and undernutrition as components of multimorbidity calls for a more comprehensive definition of multimorbidity globally.
AB - Multimorbidity—the coexistence of at least two chronic health conditions within the same individual—is an important global health challenge. In high-income countries (HICs), multimorbidity is dominated by non-communicable diseases (NCDs); whereas, the situation may be different in low- and middle-income countries (LMICs), where chronic communicable diseases remain prominent. The aim of this systematic review was to identify determinants (including risk and protective factors) and potential mechanisms underlying multimorbidity from published longitudinal studies across diverse population-based or community-dwelling populations in LMICs. We systematically searched three electronic databases (Medline, Embase, and Global Health) using pre-defined search terms and selection criteria, complemented by hand-searching. All titles, abstracts, and full texts were independently screened by two reviewers from a pool of four researchers. Data extraction and reporting were according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Methodological quality and risk of bias assessment was performed using the Newcastle-Ottawa Scale for cohort studies. Data were summarized using narrative synthesis. The search yielded 1782 records. Of the 52 full-text articles included for review, 8 longitudinal population-based studies were included for final data synthesis. Almost all studies were conducted in Asia, with only one from South America and none from Africa. All studies were published in the last decade, with half published in the year 2021. The definitions used for multimorbidity were heterogeneous, including 3–16 chronic conditions per study. The leading chronic conditions were heart disease, stroke, and diabetes, and there was a lack of consideration of mental health conditions (MHCs), infectious diseases, and undernutrition. Prospectively evaluated determinants included socio-economic status, markers of social inequities, childhood adversity, lifestyle behaviors, obesity, dyslipidemia, and disability. This review revealed a paucity of evidence from LMICs and a geographical bias in the distribution of multimorbidity research. Longitudinal research into epidemiological aspects of multimorbidity is warranted to build up scientific evidence in regions beyond Asia. Such evidence can provide a detailed picture of disease development, with important implications for community, clinical, and interventions in LMICs. The heterogeneity in study designs, exposures, outcomes, and statistical methods observed in the present review calls for greater methodological standardisation while conducting epidemiological studies on multimorbidity. The limited evidence for MHCs, infectious diseases, and undernutrition as components of multimorbidity calls for a more comprehensive definition of multimorbidity globally.
KW - determinants
KW - longitudinal studies
KW - low- and middle-income countries
KW - multimorbidity
UR - https://www.scopus.com/pages/publications/85179919732
U2 - 10.1111/obr.13661
DO - 10.1111/obr.13661
M3 - Review Article
AN - SCOPUS:85179919732
SN - 1467-7881
VL - 25
JO - Obesity Reviews
JF - Obesity Reviews
IS - 2
M1 - e13661
ER -